Systematic Reviews Flashcards
What are systematic reviews and their key features ?
A systematic review is a structured and comprehensive synthesis of research studies which aims to answer a specific research question
- induces studies relevant to the question being asked
- minimise bias in findings and conclusions
- vital to well informed decision making in healthcare
- predefined research question and inclusion/exclusion criteria
- critical appraisal and synthesis of findings
- often includes meta analysis
Systematic reviews follow a rigorous methodology, while narrative reviews are more subjective and less structured
Describe the process of conducting a systematic review:
Define a clear research question or objective - use the PICO framework for clinical research
Develop a clear protocol outlines methods, inclusion/exclusion criteria, and databases to be searched
Comprehensive literature search - use multiple databases
Conduct rigorous screening of studies - inclusion/ extraction criteria,
Data extraction - extract key study data, assess quality and risk of bias
Synthesise the findings to draw conclusions - meta analysis if appropriate, critical appraisal & interpretation
Describe the benefits and limitations of systematic reviews
Benefits:
- comprehensive synthesis of existing evidence
- minimises bias via use of structured methodology
- facilitates evidence-based decision making for policy and practice
- identifies research gaps guiding future studies
Limitations:
- can be time-consuming, expensive and labour intensive to conduct
- quality of review subject to availability and quality of existing studies
- risk of publication bias
- study results can be heterogenous if studies vary significantly in design/outcomes
What Are the Components of a Good Systematic Review?
Focused research question - use of PICO
Comprehensive literature search - multiple databases
Rigorous study selection and screening - clear predefined eligibility
Quality assessment - Critical appraisal of the included studies to evaluate quality and
risk of bias
Transparent methodology - detailed and reproducible process for selecting, assessing, and synthesising results (use of PROSPERO)
Balanced and unbiased synthesis - all findings reported, synthesis addresses question discusses study implications
Clear reporting in accordance with reporting guidelines
Describe the value of completing a meta analysis:
Combines the findings of each
study
Can compare the effect of each study
Increase the power and precision (by pooling the results)
Test statistical significance
Produce a single ‘average’ value
Allows the conduct of subgroup analysis (e.g. by country, by age)
Can conduct sensitivity analysis (e.g. low risk versus high risk of bias)
Describe systematic reviews importance in healthcare:
Provide a comprehensive and unbiased synthesis of existing evidence
Uses:
- informs clinical practice by providing evidence
- policy-makers who make policy decisions about healthcare
- Assessing the effectiveness of treatments, interventions, or diagnostic tests
- Evaluating disease risk factors and epidemiological trends
Describe the different types of systematic reviews:
Intervention Review:
- assesses the effectiveness and safety of an intervention
- Focuses on cause-effect relationships between an intervention and an outcome
Prevalence Review:
- estimates the prevalence (how common a condition is) in a specific population
- Includes cross-sectional studies, as they provide prevalence estimates at a single point in time
- cant establish causality
Diagnostic Accuracy Review:
- evaluates how well a diagnostic test correctly identifies individuals with or without a disease
- Focuses on comparing new diagnostic tests against a gold standard
Prognostic Accuracy Review:
- evaluates factors influencing disease progression or patient outcomes
- ## Includes cohort studies to assess how variables affect prognosis over time
Describe some real world applications of systematic reviews:
COVID-19 Treatments: Rapid systematic reviews informed global treatment recommendations.
Cancer Screening Guidelines: Meta-analyses of randomized trials shaped screening policies.
Public Health Policies: Systematic reviews on air pollution and health influenced environmental regulations.